National Power Outages Severity Analysis¶
Names: Arya Verma, Deepal Deleena
Website Link: https://averma205.github.io/National-Power-Outages-Severity-Analysis/
In [1]:
import pandas as pd
import numpy as np
from pathlib import Path
from dsc80_utils import *
from stats_utils import *
import os, folium, itertools
from sklearn.linear_model import LinearRegression
from sklearn.preprocessing import OneHotEncoder
from sklearn.pipeline import Pipeline
from sklearn.compose import ColumnTransformer
from sklearn.model_selection import train_test_split
from sklearn.tree import DecisionTreeRegressor
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import RandomForestClassifier
from sklearn.ensemble import RandomForestRegressor
from sklearn.model_selection import GridSearchCV
import plotly.express as px
pd.options.plotting.backend = 'plotly'
In [2]:
fp = os.path.join('data', 'outage.csv')
outages = pd.read_csv(fp).drop(0).drop("variables", axis=1).fillna(np.nan)#.iloc[:500]
Step 1: Introduction¶
Dataset Overview:
This project focuses on the Power Outages dataset, which contains information about major power outages in the U.S. spanning from January 2000 to July 2016. The dataset captures details about outage duration, causes, customer impact, and associated economic and demographic factors, making it a comprehensive resource for analysis.
Research Question:
What are the characteristics of the most severe power outages, and which factors (e.g., location, climate, outage cause) are most commonly associated with higher severity? Furthermore, can we develop predictive models to better understand and forecast these severe events?
Step 2: Data Cleaning and Exploratory Data Analysis¶
In [3]:
# Dictionary mapping month names to numerical values
months = {
"January": 1,
"February": 2,
"March": 3,
"April": 4,
"May": 5,
"June": 6,
"July": 7,
"August": 8,
"September": 9,
"October": 10,
"November": 11,
"December": 12
}
# Converting date and time columns to appropriate formats
dates = outages["OUTAGE.START.DATE"].dropna().apply(lambda row: pd.to_datetime(row))
times = outages["OUTAGE.START.TIME"].dropna().apply(lambda row: pd.to_timedelta(row))
rdates = outages["OUTAGE.RESTORATION.DATE"].dropna().apply(lambda row: pd.to_datetime(row))
rtimes = outages["OUTAGE.RESTORATION.TIME"].dropna().apply(lambda row: pd.to_timedelta(row))
# Droping redundant time columns and combining date and time for unified datetime fields
cleaned = outages.copy().drop(["OUTAGE.START.TIME", "OUTAGE.RESTORATION.TIME"], axis=1)
cleaned["OUTAGE.START.DATE"] = dates + times
cleaned["OUTAGE.RESTORATION.DATE"] = rdates + rtimes
In [4]:
# head of the cleaned dataframe
cleaned["MEGAWATT.HOURS"] = (cleaned["OUTAGE.DURATION"]/60) * cleaned["DEMAND.LOSS.MW"]
cleaned
Out[4]:
| OBS | YEAR | MONTH | U.S._STATE | ... | PCT_LAND | PCT_WATER_TOT | PCT_WATER_INLAND | MEGAWATT.HOURS | |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 1.0 | 2011.0 | 7.0 | Minnesota | ... | 91.59 | 8.41 | 5.48 | NaN |
| 2 | 2.0 | 2014.0 | 5.0 | Minnesota | ... | 91.59 | 8.41 | 5.48 | NaN |
| 3 | 3.0 | 2010.0 | 10.0 | Minnesota | ... | 91.59 | 8.41 | 5.48 | NaN |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 1532 | 1532.0 | 2009.0 | 8.0 | South Dakota | ... | 98.31 | 1.69 | 1.69 | 82.60 |
| 1533 | 1533.0 | 2009.0 | 8.0 | South Dakota | ... | 98.31 | 1.69 | 1.69 | 1125.22 |
| 1534 | 1534.0 | 2000.0 | NaN | Alaska | ... | 85.76 | 14.24 | 2.90 | NaN |
1534 rows × 55 columns
Univariate Analysis: Outages by NERC Region
In [5]:
fig = px.bar(cleaned["NERC.REGION"]
.value_counts().reset_index()
.sort_values("NERC.REGION"), x='NERC.REGION', y='count',
labels={"NERC.REGION": "NERC Region", "count": "Number of Outages"}, title="Outages by NERC Region")
fig.show()
Bivariate Analysis: Statewide Average Prices vs. Electricity Consumed
In [6]:
fig = px.scatter(x=cleaned["TOTAL.PRICE"], y=cleaned["TOTAL.SALES"],
labels={"x": "Average Monthly Price (Cents per Kilowatt-Hour)"
, "y": "Consumption (Megawatt-Hours)"}, title="Statewide Average Prices vs. Electricity Consumed")
fig.show()
Grouped Analysis: Outage Duration by Climate Category and State
In [7]:
pd.pivot_table(cleaned, values="OUTAGE.DURATION", index="U.S._STATE", columns="CLIMATE.CATEGORY", aggfunc="mean").head(10)
Out[7]:
| CLIMATE.CATEGORY | cold | normal | warm |
|---|---|---|---|
| U.S._STATE | |||
| Alabama | 2247.00 | 233.50 | 803.00 |
| Arizona | 74.00 | 789.54 | 14741.29 |
| Arkansas | 2538.14 | 556.20 | 3916.33 |
| ... | ... | ... | ... |
| District of Columbia | 2076.80 | 5691.50 | 9886.00 |
| Florida | 494.30 | 6109.00 | 3952.88 |
| Georgia | 2256.00 | 1152.71 | 963.17 |
10 rows × 3 columns
Step 3: Assessment of Missingness¶
H0: The distribution of missing values in the CAUSE.CATEGORY.DETAIL column is not affected by the value of the CAUSE.CATEGORY column.
HA: The distribution of missing values in the CAUSE.CATEGORY.DETAIL column not affected by the value of the CAUSE.CATEGORY column.
CAUSE.CATEGORY.DETAIL and CAUSE.CATEGORY - found a relation between the missing values in CAUSE.CATEGORY.DETAIL and the column for CAUSE.CATEGORY- clear relation with a p-value being 0. Observed TVD test statistic was 0.4, which is more extreme than any randomly generated test statistics. Therefore, we are confident that the CAUSE.CATEGORY.DETAIL column is MAR dependent on CAUSE.CATEGORY.
H0: The distribution of missing values in the CAUSE.CATEGORY.DETAIL column is not affected by the value of the OUTAGE.DURATION column.
HA: The distribution of missing values in the CAUSE.CATEGORY.DETAIL column is affected by the value of the OUTAGE.DURATION column.
OUTAGE.DURATION and CAUSE.CATEGORY.DETAIL - no relation so the missing values in CAUSE.CATEGORY.DETAIL does not depend on the column OUTAGE.DURATION - p-value being approximately 0.074. Observed test statistic difference of means was approximately -590.803, whose absolute value is less than or equal to 7.4% of the randomly generated test statistics. We cannot say that CAUSE.CATEGORY.DETAIL is MAR dependent on OUTAGE.DURATION.
In [8]:
cause_df = pd.concat([cleaned[["CAUSE.CATEGORY", "OUTAGE.DURATION"]], cleaned[["CAUSE.CATEGORY.DETAIL"]].isnull()], axis=1)
# Find the TVD value of the distribution of cause category detail based on missingness of cause category.
category_tvd, obs_category = permutation_test(cause_df, "CAUSE.CATEGORY", "CAUSE.CATEGORY.DETAIL", tvd)
CAUSE.CATEGORY.DETAIL and CAUSE.CATEGORY
In [9]:
# Find the TVD value of the distribution of cause category detail based on missingness of outage duration.
duration_diff, obs_duration = permutation_test(cause_df, "OUTAGE.DURATION", "CAUSE.CATEGORY.DETAIL", diff_in_means)
In [10]:
category_tvd, obs_category
Out[10]:
(array([0.05, 0.04, 0.03, ..., 0.04, 0.03, 0.04]), np.float64(0.41067323382726845))
In [11]:
(category_tvd >= obs_category).mean()
Out[11]:
np.float64(0.0)
OUTAGE.DURATION and CAUSE.CATEGORY.DETAI
In [12]:
# Difference in means for outage duration and cause category detail
duration_diff, obs_duration
Out[12]:
(array([402.08, 424.58, 128.76, ..., 714.66, 151.94, 463.56]), np.float64(-590.8034064063368))
In [13]:
(np.abs(duration_diff) >= np.abs(obs_duration)).mean()
Out[13]:
np.float64(0.08)
Plot for OUTAGE.DURATION and CAUSE.CATEGORY.DETAIL
In [14]:
import plotly.graph_objects as go
# Using the given variables
duration_diff_means = duration_diff
observed_diff_means = obs_duration
# Creating the histogram
fig = go.Figure()
# Add the histogram for duration_diff_means
fig.add_trace(
go.Histogram(
x=duration_diff_means,
nbinsx=30,
marker_color='lightgreen',
marker_line_color='black',
marker_line_width=1,
opacity=0.7
)
)
# Add the vertical line for observed_diff_means
fig.add_shape(
type="line",
x0=observed_diff_means,
x1=observed_diff_means,
y0=0,
y1=200, # Limit the y-axis frequency to 200
line=dict(color="red", dash="dash"),
name="Observed Difference of Means"
)
# Add the label for the observed_diff_means line
fig.add_annotation(
x=observed_diff_means,
y=190, # Position the label slightly below the top
text=f"Observed Difference: {observed_diff_means}",
showarrow=False,
font=dict(color="red", size=12)
)
# Update layout to replicate Matplotlib-like styling and limit y-axis
fig.update_layout(
title="Distribution of Difference of Means",
xaxis_title="Difference of Means",
yaxis_title="Frequency",
template="plotly_white",
showlegend=False,
yaxis=dict(range=[0, 200]) # Set y-axis limit
)
fig.show()
Step 4: Hypothesis Testing¶
Question: Does the average outage duration vary significantly across different NERC regions?
Null Hypothesis (H₀): The average outage duration does not change based on the NERC region it occurs in. Alternative Hypothesis (H₁): The average outage duration does change based on the NERC region it occurs in.
Test Statistic: Total Variation Distance (TVD), calculated as the absolute difference in mean outage duration across NERC regions. Significance Level: 0.05.
In [15]:
# Prepare the dataset by selecting relevant columns and dropping rows with missing values
state_test = cleaned[["NERC.REGION", "OUTAGE.DURATION"]].dropna()
# Calculate the observed Total Variation Distance (TVD)
obs_tvd = np.abs(state_test.groupby("NERC.REGION").mean() - state_test["OUTAGE.DURATION"].mean())["OUTAGE.DURATION"].sum()/2
# Perform permutation test to generate a distribution of TVD values under the null hypothesis
test_tvds = []
for _ in range(25000):
state_test["NERC.REGION"] = np.random.permutation(state_test["NERC.REGION"])
test_tvds += [np.abs(state_test.groupby("NERC.REGION").mean() - state_test["OUTAGE.DURATION"].mean())["OUTAGE.DURATION"].sum()/2]
# Convert list of TVD values to a NumPy array
test_tvds = np.array(test_tvds)
# Calculate the p-value as the proportion of permuted TVDs greater than the observed TVD
p_val = (test_tvds > obs_tvd).mean()
p_val
Out[15]:
np.float64(0.22408)
Step 5: Framing a Prediction Problem¶
Our main goal is to predict the severity of power outages based on the DEMAND.LOSS.MW column of the dataset. The prediction problem we are addressing is a classification problem, specifically a multiclass classification task.
Problem Statement We aim to classify the severity of power outages into discrete categories based on the magnitude of the DEMAND.LOSS.MW values. To achieve this:
The DEMAND.LOSS.MW column is divided into bins using pd.qcut, categorizing the values into eight distinct levels of severity (from 1 to 8). Each bin represents a range of demand loss, allowing us to classify outages as “low severity” to “high severity” events. Response Variable: The severity level (from 1 to 8) based on the DEMAND.LOSS.MW column. Reason for Choosing This Variable: Predicting outage severity is crucial for prioritizing responses and allocating resources efficiently during power outages.
Evaluation Metric Chosen Metric: Accuracy Reason: Accuracy was selected as the metric since the goal is to evaluate how well the model predicts the correct severity class across all states. While alternative metrics like F1-score could handle class imbalances better, accuracy provides a straightforward measure of the model’s overall performance in this context.
Step 6: Baseline Model¶
In [16]:
# Create a copy of cleaned in case the dataframe is modified accidentally and needs to be reset.
original = cleaned.copy()
In [17]:
%%capture
cleaned = original.drop(["OBS", "YEAR", "MONTH", "POSTAL.CODE",
"OUTAGE.RESTORATION.DATE", "PC.REALGSP.USA", "PI.UTIL.OFUSA", "CAUSE.CATEGORY.DETAIL", "HURRICANE.NAMES"], axis=1)
# Created one-hot encoded columns for categorical variables
def create_one_hot(df):
new = pd.DataFrame()
for c in df.columns:
for r in np.unique(df[c].dropna()):
new[f"one_hot_{c}_{r}"] = df[c].apply(lambda x: (x == r) + 0)
return new.drop(f"one_hot_{c}_{r}", axis=1)
# Generated quadratic interaction features for numerical variables
def create_quadratics(df):
df = df.copy()
new = pd.DataFrame()
for c1, c2 in [(min(pair), max(pair)) for pair in list(itertools.product(df, df))]:
if f"{c1} * {c2}" not in new.columns: new[f"{c1} * {c2}"] = df[c1] * df[c2] #
return new
# Separated the data into categorical, numerical, and severity-related features
severity = cleaned[["OUTAGE.DURATION", "DEMAND.LOSS.MW", "CUSTOMERS.AFFECTED", "MEGAWATT.HOURS"]]
categorical = cleaned[["U.S._STATE", "NERC.REGION", "CLIMATE.REGION", "CAUSE.CATEGORY", "CLIMATE.CATEGORY"]]
numerical = cleaned.drop(list(severity.columns) + list(categorical.columns) + ["OUTAGE.START.DATE"], axis=1)
hot = create_one_hot(categorical)
quads = create_quadratics(numerical)
preds = pd.concat([numerical, hot, quads, severity[["DEMAND.LOSS.MW"]]], axis=1).dropna()
cleaned = original
In [18]:
results = preds.apply(lambda col: pd.Series([LinearRegression().fit(col.reset_index(), preds["DEMAND.LOSS.MW"].dropna()).score(col.reset_index(), preds["DEMAND.LOSS.MW"].dropna()), np.sqrt(((preds["DEMAND.LOSS.MW"].dropna() - LinearRegression().fit(col.reset_index(), preds["DEMAND.LOSS.MW"].dropna()).predict(col.reset_index()))**2).sum()/preds["DEMAND.LOSS.MW"].dropna().size)])).rename(index={0: "R^2", 1: "RMSE"})
pd.options.display.max_rows = 1000
results.T.sort_values("R^2", ascending=False)
results.T.head()
Out[18]:
| R^2 | RMSE | |
|---|---|---|
| ANOMALY.LEVEL | 3.62e-03 | 2211.27 |
| RES.PRICE | 2.65e-04 | 2215.00 |
| COM.PRICE | 3.94e-03 | 2210.93 |
| IND.PRICE | 1.42e-03 | 2213.72 |
| TOTAL.PRICE | 2.35e-03 | 2212.69 |
In [19]:
%%capture
# Following variables selected based on the above analysis of single variables and quadratic features.
cat_cols = ["CLIMATE.REGION", "CAUSE.CATEGORY"]
num_cols = ["IND.CUSTOMERS", "PCT_WATER_TOT", "POPDEN_RURAL", "AREAPCT_URBAN", "MONTH", "PC.REALGSP.REL"]
# Defined preprocessing steps for pipeline
preproc = ColumnTransformer(
transformers = [
("categorical", OneHotEncoder(drop='first', handle_unknown='ignore'), cat_cols),
("numerical", "passthrough", num_cols)
],
remainder="drop"
)
tests = cleaned[cat_cols + num_cols + ["DEMAND.LOSS.MW"]]
labels = ["one", "two", "three", "four", "five", "six", "seven", "eight"]
# Split the data into training and testing sets; bin target variable into quantiles
X_train, X_test, y_train, y_test = (
train_test_split(tests.dropna(),
pd.qcut(tests.dropna()["DEMAND.LOSS.MW"], q=10, labels=labels, duplicates='drop'), test_size=0.25, random_state=1)
)
# Created a pipeline with preprocessing and decision tree classifier
processing = Pipeline([("preproc", preproc), ("tree", DecisionTreeClassifier())])
processing.fit(X_train, y_train)
tree_score = processing.score(X_test, y_test)
In [20]:
# baseline model accuracy
tree_score
Out[20]:
0.38235294117647056
Step 7: Final Model¶
In [21]:
%%capture
# Function to build and evaluate a Random Forest model based on selected categorical and numerical features
def make_tree(c, n):
cat_cols = list(c)
num_cols = list(n)
preproc = ColumnTransformer(
transformers = [
("categorical", OneHotEncoder(drop='first', handle_unknown='ignore'), cat_cols),
("numerical", "passthrough", num_cols)
],
remainder="drop"
)
tests = cleaned[cat_cols + num_cols + ["DEMAND.LOSS.MW"]]
X_train, X_test, y_train, y_test = (
train_test_split(tests.dropna(), pd.qcut(tests.dropna()["DEMAND.LOSS.MW"],
q=10, labels=labels, duplicates='drop'), test_size=0.5, random_state=1)
)
# Building a pipeline with preprocessing and Random Forest classifier
processing = Pipeline([("preproc", preproc), ("tree", RandomForestClassifier())])
processing.fit(X_train, y_train)
return processing.score(X_test, y_test)
severity = ["OUTAGE.DURATION", "DEMAND.LOSS.MW", "CUSTOMERS.AFFECTED", "MEGAWATT.HOURS"]
categorical = ["U.S._STATE", "NERC.REGION", "CLIMATE.REGION", "CLIMATE.CATEGORY"]
numerical = list(cleaned.drop(severity + categorical +
["CAUSE.CATEGORY", "IND.CUSTOMERS", "OBS", "YEAR", "MONTH", "POSTAL.CODE",
"OUTAGE.RESTORATION.DATE", "PC.REALGSP.USA", "PI.UTIL.OFUSA", "CAUSE.CATEGORY.DETAIL",
"HURRICANE.NAMES", "OUTAGE.START.DATE"], axis=1).columns)
# CAUSE.CATEGORY and IND.CUSTOMERS are two of the strongest individual predictors of DEMAND.LOSS.MW
prev_c = ["CAUSE.CATEGORY"]
used_c = prev_c
prev_n = ["IND.CUSTOMERS"]
used_n = prev_n
print(prev_c, "\n", prev_n, end="\n\n")
# Iteratively adding features and evaluating model performance
for c in categorical:
if c in prev_c: continue
used_c += [c]
prev_r = make_tree(prev_c, prev_n)
new_r = make_tree(used_c, prev_n)
if new_r > prev_r:
prev_c = used_c
for n in numerical:
if n in prev_n: continue
used_n += [n]
prev_r = make_tree(prev_c, prev_n)
new_r = make_tree(prev_c, used_n)
if new_r > prev_r:
prev_n = used_n
else: used_n = prev_n
else: used_c = prev_c
print(prev_c, "\n", prev_n, end="\n\n")
In [22]:
prev_c, prev_n
Out[22]:
(['CAUSE.CATEGORY', 'U.S._STATE', 'NERC.REGION', 'CLIMATE.REGION', 'CLIMATE.CATEGORY'], ['IND.CUSTOMERS', 'ANOMALY.LEVEL', 'RES.PRICE', 'COM.PRICE', 'IND.PRICE', 'TOTAL.PRICE', 'RES.SALES', 'COM.SALES', 'IND.SALES', 'TOTAL.SALES', 'RES.PERCEN', 'COM.PERCEN', 'IND.PERCEN', 'RES.CUSTOMERS', 'COM.CUSTOMERS', 'TOTAL.CUSTOMERS', 'RES.CUST.PCT', 'COM.CUST.PCT', 'IND.CUST.PCT', 'PC.REALGSP.STATE', 'PC.REALGSP.REL', 'PC.REALGSP.CHANGE', 'UTIL.REALGSP', 'TOTAL.REALGSP', 'UTIL.CONTRI', 'POPULATION', 'POPPCT_URBAN', 'POPPCT_UC', 'POPDEN_URBAN', 'POPDEN_UC', 'POPDEN_RURAL', 'AREAPCT_URBAN', 'AREAPCT_UC', 'PCT_LAND', 'PCT_WATER_TOT', 'PCT_WATER_INLAND'])
In [23]:
%%capture
cat_cols = ['CAUSE.CATEGORY', 'U.S._STATE', 'NERC.REGION', 'CLIMATE.REGION', 'CLIMATE.CATEGORY']
num_cols = ['IND.CUSTOMERS', 'ANOMALY.LEVEL', 'RES.PRICE', 'COM.PRICE',
'IND.PRICE', 'TOTAL.PRICE', 'RES.SALES', 'COM.SALES', 'IND.SALES', 'TOTAL.SALES', 'RES.PERCEN', 'COM.PERCEN',
'IND.PERCEN', 'RES.CUSTOMERS', 'COM.CUSTOMERS', 'TOTAL.CUSTOMERS', 'RES.CUST.PCT', 'COM.CUST.PCT',
'IND.CUST.PCT', 'PC.REALGSP.STATE', 'PC.REALGSP.REL', 'PC.REALGSP.CHANGE', 'UTIL.REALGSP',
'TOTAL.REALGSP', 'UTIL.CONTRI', 'POPULATION', 'POPPCT_URBAN', 'POPPCT_UC', 'POPDEN_URBAN', 'POPDEN_UC',
'POPDEN_RURAL', 'AREAPCT_URBAN', 'AREAPCT_UC', 'PCT_LAND', 'PCT_WATER_TOT', 'PCT_WATER_INLAND']
preproc = ColumnTransformer(
transformers = [
("categorical", OneHotEncoder(drop='first', handle_unknown='ignore'), cat_cols),
("numerical", "passthrough", num_cols)
],
remainder="drop"
)
tests = cleaned[cat_cols + num_cols + ["DEMAND.LOSS.MW"]]
labels = ["one", "two", "three", "four", "five", "six", "seven", "eight"]
X_train, X_test, y_train, y_test = (
train_test_split(tests.dropna(), pd.qcut(tests.dropna()["DEMAND.LOSS.MW"], q=10, labels=labels, duplicates='drop'), test_size=0.25, random_state=1)
)
# these were the best hyperparameteres we came up with as the GridSearchCV
# hyperparameters gave us a lower accuracy but we did implement a GridSearchCV in the next few cells
processing = Pipeline([("preproc", preproc), ("tree",
RandomForestClassifier(n_estimators=125, max_depth=10, min_samples_split=2, criterion='entropy', max_features=None))])
processing.fit(X_train, y_train)
tree_score = processing.score(X_test, y_test)
In [24]:
tree_score
Out[24]:
0.4504950495049505
In [25]:
import warnings
warnings.filterwarnings("ignore", category=UserWarning)
hyperparameters = {
"tree__n_estimators": [105, 115, 125],
"tree__max_depth": np.arange(2, 20, 2),
"tree__min_samples_split": np.arange(2, 10, 2),
"tree__criterion": ["gini", "entropy", "log_loss"],
"tree__max_features": ["sqrt", "log2", None]
}
grids = GridSearchCV(
processing,
n_jobs=-1,
param_grid=hyperparameters,
return_train_score=True
)
grids.fit(X_train, y_train);
grids.best_params_
# asked a tutor and tried suppressing the user warnings but it didn't work
# the code works pefectly fine otherwise
/Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py:242: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros warnings.warn( /Users/deepaldeleena/miniforge3/envs/dsc80/lib/python3.12/site-packages/numpy/ma/core.py:2881: RuntimeWarning: invalid value encountered in cast
Out[25]:
{'tree__criterion': 'gini',
'tree__max_depth': np.int64(4),
'tree__max_features': None,
'tree__min_samples_split': np.int64(4),
'tree__n_estimators': 115}
In [26]:
# asked a tutor and tried suppressing the user warnings but it didn't work
# the code works pefectly fine otherwise
grids.score(X_test, y_test)
Out[26]:
0.37623762376237624
Step 8: Fairness Analysis¶
In [27]:
%%capture
cat_cols = ['CAUSE.CATEGORY', 'U.S._STATE', 'NERC.REGION', 'CLIMATE.REGION', 'CLIMATE.CATEGORY']
num_cols = ['IND.CUSTOMERS', 'ANOMALY.LEVEL', 'RES.PRICE', 'COM.PRICE', 'IND.PRICE', 'TOTAL.PRICE',
'RES.SALES', 'COM.SALES', 'IND.SALES', 'TOTAL.SALES', 'RES.PERCEN', 'COM.PERCEN', 'IND.PERCEN',
'RES.CUSTOMERS', 'COM.CUSTOMERS', 'TOTAL.CUSTOMERS', 'RES.CUST.PCT', 'COM.CUST.PCT', 'IND.CUST.PCT',
'PC.REALGSP.STATE', 'PC.REALGSP.REL', 'PC.REALGSP.CHANGE', 'UTIL.REALGSP', 'TOTAL.REALGSP', 'UTIL.CONTRI',
'POPULATION', 'POPPCT_URBAN', 'POPPCT_UC', 'POPDEN_URBAN', 'POPDEN_UC', 'POPDEN_RURAL', 'AREAPCT_URBAN',
'AREAPCT_UC', 'PCT_LAND', 'PCT_WATER_TOT', 'PCT_WATER_INLAND']
# Define preprocessing: one-hot encode categorical variables and passthrough numerical variables
preproc = ColumnTransformer(
transformers = [
("categorical", OneHotEncoder(drop='first', handle_unknown='ignore'), cat_cols),
("numerical", "passthrough", num_cols)
],
remainder="drop"
)
# Selecting the relevant columns for training and testing
tests = cleaned[cat_cols + num_cols + ["DEMAND.LOSS.MW"]]
labels = ["one", "two", "three", "four", "five", "six", "seven", "eight"]
final = Pipeline([("preproc", preproc), ("tree",
RandomForestClassifier(max_depth=6, max_features=None, min_samples_split=np.int64(8), n_estimators=115))])
final.fit(tests.dropna(), pd.qcut(tests.dropna()["DEMAND.LOSS.MW"], q=10, labels=labels, duplicates='drop'))
In [28]:
final.score(tests.dropna(), pd.qcut(tests.dropna()["DEMAND.LOSS.MW"], q=10, labels=labels, duplicates='drop'))
# improved the final model score
Out[28]:
0.6133828996282528
In [29]:
%%capture
fairness = pd.DataFrame(columns=["CORRECT.PERCENT", "NUM.OUTAGES"])
for x in np.unique(cleaned["U.S._STATE"]):
state_est = tests[tests["U.S._STATE"] == x].dropna().drop("DEMAND.LOSS.MW", axis=1)
state_obs = pd.qcut(tests.dropna()["DEMAND.LOSS.MW"], q=10, labels=labels, duplicates='drop')[tests["U.S._STATE"] == x]
if state_est.shape[0] == 0:
fairness.loc[x] = [np.nan, 0]
continue
tree_score = grids.score(state_est, state_obs)
fairness.loc[x] = [tree_score, state_est.shape[0]]
In [30]:
pd.options.display.max_rows = 100
fairness.sort_values("NUM.OUTAGES", ascending=False)
Out[30]:
| CORRECT.PERCENT | NUM.OUTAGES | |
|---|---|---|
| California | 0.42 | 158.0 |
| Texas | 0.51 | 59.0 |
| Michigan | 0.27 | 51.0 |
| Florida | 0.55 | 40.0 |
| Washington | 0.57 | 40.0 |
| New York | 0.44 | 34.0 |
| Maryland | 0.50 | 32.0 |
| Virginia | 0.34 | 29.0 |
| North Carolina | 0.46 | 24.0 |
| Delaware | 1.00 | 22.0 |
| Ohio | 0.55 | 22.0 |
| Utah | 0.86 | 21.0 |
| Indiana | 0.71 | 21.0 |
| New Jersey | 0.61 | 18.0 |
| Pennsylvania | 0.33 | 18.0 |
| Louisiana | 0.18 | 17.0 |
| Georgia | 0.38 | 16.0 |
| Tennessee | 0.54 | 13.0 |
| Colorado | 0.27 | 11.0 |
| Missouri | 0.45 | 11.0 |
| Massachusetts | 0.50 | 10.0 |
| Oklahoma | 0.60 | 10.0 |
| Arkansas | 0.80 | 10.0 |
| Arizona | 0.70 | 10.0 |
| Illinois | 0.44 | 9.0 |
| Wisconsin | 0.44 | 9.0 |
| New Hampshire | 1.00 | 9.0 |
| Maine | 0.62 | 8.0 |
| Oregon | 0.75 | 8.0 |
| South Carolina | 0.57 | 7.0 |
| Connecticut | 0.71 | 7.0 |
| Idaho | 0.83 | 6.0 |
| Minnesota | 0.80 | 5.0 |
| Vermont | 1.00 | 5.0 |
| Kentucky | 0.60 | 5.0 |
| Wyoming | 0.75 | 4.0 |
| Nevada | 0.75 | 4.0 |
| Nebraska | 0.50 | 4.0 |
| Kansas | 0.50 | 4.0 |
| Iowa | 0.50 | 4.0 |
| New Mexico | 1.00 | 3.0 |
| South Dakota | 0.50 | 2.0 |
| Mississippi | 1.00 | 2.0 |
| West Virginia | 0.50 | 2.0 |
| Alabama | 0.00 | 2.0 |
| North Dakota | 0.00 | 1.0 |
| Montana | NaN | 0.0 |
| Alaska | NaN | 0.0 |
| Hawaii | NaN | 0.0 |
| District of Columbia | NaN | 0.0 |
In [31]:
import plotly.express as px
import pandas as pd
# Assuming 'fairness' is your DataFrame
# Create a bar chart
fig = px.bar(
fairness,
x="NUM.OUTAGES",
y="CORRECT.PERCENT",
title="Bar Chart of Correct Prediction Percentages by Number of Outages",
labels={"NUM.OUTAGES": "Number of Outages", "CORRECT.PERCENT": "Correct Prediction Percentage"},
text="CORRECT.PERCENT", # Show percentages on the bars
)
# Update layout for better appearance
fig.update_layout(
xaxis_title="Number of Outages",
yaxis_title="Correct Prediction Percentage",
title_x=0.5, # Center the title
template="plotly_white",
)
# Update text display on the bars
fig.update_traces(texttemplate='%{text:.2%}', textposition='outside')
# Show the chart
fig.show()